[HTML][HTML] Tracking human mobility using wifi signals

P Sapiezynski, A Stopczynski, R Gatej, S Lehmann - PloS one, 2015 - journals.plos.org
… We study six months of human mobility data, including WiFi … series of WiFi scans contain
a strong latent location signal. In … of human mobility, it is possible to assign location to WiFi

Digital footprints: Using WiFi probe and locational data to analyze human mobility trajectories in cities

MW Traunmueller, N Johnson, A Malik… - … Environment and Urban …, 2018 - Elsevier
… that WiFi probe data can be used to analyze outdoor mobility and human trajectories in a large
… We use a dataset of WiFi probe requests collected by 54 public-access WiFi APs over the …

Witrack: Human-to-human mobility relationship tracking in indoor environments based on spatio-temporal wireless signal strength

TH Chen, SI Sou, Y Lee - 2019 IEEE Intl Conf on Dependable …, 2019 - ieeexplore.ieee.org
… , the massive amount of transmitted wireless signals left behind by the users provides a …
information regarding human mobility. Furthermore, WiFi and Bluetooth wireless signal strength …

We hear your activities through Wi-Fi signals

FJ Wu, G Solmaz - 2016 IEEE 3rd World Forum on Internet of …, 2016 - ieeexplore.ieee.org
… We consider using Wi-Fi signals to detect certain human mobility behaviors such as stationary,
walking, or running. The main objective is to successfully detect these behaviors for the …

The impact of spatial resolution and representation on human mobility predictability

W Qian, KG Stanley, ND Osgood - … , W2GIS 2013, Banff, AB, Canada, April …, 2013 - Springer
signals, lending additional credence to our methodology. We further compare cell tower results
to those from WiFi-… that the finer spatial resolution of WiFi also results in reported entropy …

Understanding urban human mobility through crowdsensed data

Y Zhou, BPL Lau, C Yuen, B Tunçer… - IEEE Communications …, 2018 - ieeexplore.ieee.org
… analyze and the mobility subjects they study. Despite many sources of human mobility data,
we … The communication range of WiFi technology is between 35 and 100 m [6]. Therefore, …

[HTML][HTML] Energy-efficient crowdsensing of human mobility and signal levels in cellular networks

P Foremski, M Gorawski, K Grochla, K Polys - Sensors, 2015 - mdpi.com
… , human mobility and radio signal levels. … signal strength data based on energy-efficient
GPS tracking, which allows one to perform the measurements of human mobility and radio signal

Simulating human mobility patterns in urban areas

KK Jahromi, M Zignani, S Gaito, GP Rossi - Simulation Modelling Practice …, 2016 - Elsevier
… To extract meaningful places and infer informative mobility patterns, we preprocessed both
CDR and WiFi datasets. In cellular networks we filtered out users whose traces were too short …

FreeSense: human-behavior understanding using Wi-Fi signals

T Xin, B Guo, Z Wang, P Wang, Z Yu - Journal of Ambient Intelligence and …, 2018 - Springer
… We have reported our preliminary efforts on human detection and human identification with
Wi-Fi signals in this work. In this section, we discuss several limitations and opportunities to …

Inferring person-to-person proximity using WiFi signals

P Sapiezynski, A Stopczynski, DK Wind… - … on interactive, mobile …, 2017 - dl.acm.org
… and recording a multitude of human behaviors. Human mobility patterns are a prominent …
on cell phone towers, Bluetooth beacons, and WiFi networks as proxies for location. While …